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AWS_Educate_Team_SCU_AI-with-U
1. The document discusses an AWS Educate Team SCU program that trains and promotes concepts and applications of cloud services under an AWS Educate partnership agreement. 2. It introduces Nick Chao and Wyne Tan, AWS Educate student ambassadors, and provides an overview of an image recognition application system architecture using various AWS services. 3. The document outlines an agenda for modules that will cover an overview of the recognition application, introductions to AWS services used including Rekognition, IAM, SNS, S3, Lambda, and CloudWatch, and learning goals around setting up an AWS Lambda function and subscribing to SNS notifications.
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AWS_Educate_Team_SCU_AI-with-U
- 1. AWS Educate Team SCUProgram 1
- 2. Team SCU Community 在AWS Educate 合作協議下，培訓與推廣雲端服務的概念與應用。 2
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- 4. Wyne Tan, NickChao AWS Educate Student Ambassador AI with U! 4
- 5. About Me（趙禹誠） LinkedIn Nick Chao Experiences ●B.A. in Information Management @NTU ● 2020 AWS Educate Student Ambassador @AWS ● 2020 IT Support Analyst Intern @FOREMOST ● 2020 Frontend Web Intern @Glossika ● 2019 On-site Product Search Optimization Intern @KKday Github Nicksome168 5
- 6. About Me（陳偉傑） LinkedIn Tan WeiJie (Wyne) Experiences ● AWS Educate Student Ambassador（AWS） ● AWS Educate Team SCU Program Lead（AWS） ● Frontend Engineer （中研院實習生） ● Quality Assurance（中研院實習生） ● Data Engineer （麥格納資訊） ● Data Engineer / Cloud（ Data LAB ） ● 網路概論、大數據導論 （東吳巨資課程助教） ● 草創與維運工程師（東吳幣區塊鏈 SCoin） Github sefx5ever 6
- 7. Module 1 Overviewof the Recognition Application System Architecture Module 2 Intro on each used AWS Services Rekognition IAM SNS S3 Lambda Cloudwatch Agenda 7
- 8. Learning Goals 8 Learn howto set up a AWS Lambda function Learn how to subscribe AWS SNS to get machine notification Learn how to train a custom model on AWS Rekognition Learn how to set up AWS Role for AWS resources
- 9. Upload Image to AWS S3 Trigger Lambda Funcution Push Notification toyour email 9 Recognition Service with Email Notification Rekognition ML Analysis Send Response to SNS
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- 11. AWS Rekognition 11 Automate yourimage and video analysis with machine learning. Face detection and analysis Supports thousands of labels Text detection Face search and verification
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- 15. AWS SNS 15 a fullymanaged messaging service for both application-to-application (A2A) and application-to-person (A2P) communication.
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- 19. Objec t Key：Object Name（檔案按字母排序） Value：資料本身（一堆 Byte的組合） Version ID：版本控管用途 Metadata：額外用來記錄 Object 相關資 訊的資料，使用者也可以自訂客製化的 Metadata，藉此來為 Object 標註不同的 屬性值 Simple Storage Service（S3） 19
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- 21. AWS Lambda 21 a serverlesscompute service that lets you run code without provisioning or managing servers
- 22. Event Source FunctionServices 改變數據的狀態 改變資源的狀態 終端請求 Node.js Python Java C# Go Ruby 無伺服器不代表沒有伺服器 Trigger（觸 發） Destination（目 的地） 22
- 23. 23 Codes upload event trigger Lambda request Image from S3bucket SNS (Destination) 1 Upload Image to AWS S3 S3 (Source) 2 3 4 5 Send image Rekognition Send image Send Response 6 Send Email 7
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- 25. AWS CloudWatch 25 provides youwith data to monitor your applications to get a unified view of operational health
- 26. 26 Codes upload event trigger Lambda request Image from S3bucket SNS (Destination) 1 Upload Image to AWS S3 S3 (Source) 2 3 4 5 Send image Rekognition Send image Send Response 6 Send Email 7
- 27. def detect_custom_labels(bucket, key): response= rekognition.detect_custom_labels( ProjectVersionArn=<YOURARN>, Image={"S3Object": {"Bucket": bucket, "Name": key}}, MaxResults=2, MinConfidence=60.0 ) return response Code for Attachment 27
- 28. ● Picture forRecognition Service Test ● Boto3 in Rekognition Code for Attachment 28
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- 32. 謝 謝， 社群 QRCode 加入 AWS Educate Team SCU Community 我們將隨時為您解決所有 AWS 服務問題！ 32